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Goldie's Math Emporium

Goldie’s AP® Statistics UNIT 4 CURRICULUM | Inference for Means | NEW 2026 CED

Goldie’s AP® Statistics UNIT 4 CURRICULUM | Inference for Means | NEW 2026 CED

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AP Statistics Unit 4 – Inference for Quantitative Data: Means

Complete Unit Curriculum

 

This unit covers Inference for Quantitative Data: Means in AP® Statistics and is fully aligned to the 2026–27 AP® Statistics CED. Students begin by exploring the sampling distribution of sample means and learning how the Central Limit Theorem supports inference for population means. They then construct and interpret confidence intervals and perform hypothesis tests for a single population mean, matched pairs, and the difference between two population means.

 

Throughout the unit, students learn to identify the appropriate inference procedure, verify required conditions, interpret p-values and confidence intervals, and communicate conclusions in context, all within the context of inference for means.

 

Whether you're a first-time AP® Statistics teacher or looking to streamline your prep with high-quality, editable resources, this bundle is designed to make planning, instruction, and assessment easier and more effective.

 

This product is a .zip folder with the following items:

✅ 8 complete sets of student-guided notes

✅ Editable PowerPoint slides (videos for each lesson arriving this year)

✅ 8 sets of homework problems and multiple review assignments

✅ 3 assessments: one quiz and two unit tests (with grading rubrics)

✅ 6 engaging activities and projects aligned to Unit 4 skills

✅ A Unit 4 TI-84 Calculator Commands Reference Sheet

✅ A class summary lesson for Unit 4 with a comprehensive test review

✅ Suggested pacing guide for Unit 4

 

Key Features:

  • 100% editable in Word format -- make it fit your classroom style
  • PDF versions and answer keys included for all materials
  • No textbook required -- built to be a standalone curriculum
  • Aligned to the AP® Statistics Course and Exam Description (2026/27 CED)
  • Classroom-tested and designed by an experienced AP® Statistics teacher

 

This Unit 4 bundle is also included in my full-year resource: Goldie’s AP® Statistics Full Curriculum, which provides a complete, textbook-free path through the entire AP® Stats course.

 

Topics Covered:

  • Sampling distributions for sample means and differences in sample means
  • Confidence intervals for one and two population means
  • Hypothesis tests for one and two population means
  • Conditions for inference and selecting the appropriate inference procedure
  • Interpreting confidence intervals, p-values, and statistical conclusions in context
  • Type I and Type II errors, statistical power, and factors that affect power
  • Drawing conclusions about quantitative data using statistical inference and technology

 

All materials are designed to support deep understanding and real AP-level thinking, while being flexible and approachable for students.

 

 


 

Looking for more of Goldie's resources? Check out the products below, all freshly aligned to the new 2026 College Board CED:

 

***Full Curriculum for AP Statistics***

 

Unit 1 Curriculum – Exploring One-Variable Data & Collecting Data

Unit 2 Curriculum – Probability, Random Variables, & Probability Distributions

Unit 3 Curriculum – Inference for Categorical Data: Proportions

Unit 4 Curriculum – Inference for Quantitative Data: Means

Unit 5 Curriculum – Regression Analysis

 

If you're looking for specific resources, I have the following options:

 

Unit 1 Projects & Activities (Exploring One-Variable Data & Collecting Data)

Unit 2 Projects & Activities (Probability, Random Variables, & Probability Distributions)

Unit 3 Projects & Activities (Inference for Categorical Data: Proportions)

Unit 4 Projects & Activities (Inference for Quantitative Data: Means)

Unit 5 Projects & Activities (Regression Analysis)

 

***AP Statistics Projects & Activities Bundle***

 

Unit 1 Assessments (Exploring One-Variable Data & Collecting Data)

Unit 2 Assessments (Probability, Random Variables, & Probability Distributions)

Unit 3 Assessments (Inference for Categorical Data: Proportions)

Unit 4 Assessments (Inference for Quantitative Data: Means)

Unit 5 Assessments (Regression Analysis)

 

***AP Statistics Assessments Bundle***

 


 

 

If you need extra explanations or additional guidance, I would love to help!! Contact me at goldiesmathemporium[at]gmail.com for any questions or samples.

 

AP® is a registered trademark of the College Board® which does not endorse this product.

 

I want to provide the best possible resources to help other teachers out! You will be notified of any future updates and additions to this product and it will be free of charge. Your support is important and I thank you for allowing me to continue doing what I love to do.

 

© Goldie’s Math Emporium, LLC

 

This work is bound by copyright laws and editing (beyond your own classroom use), selling, redistributing, or posting all or part of these documents on the Internet is strictly prohibited. Violations are subject to the Digital Millennium Copyright Act.

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